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Who cites «Deep Semantic Role Labeling: What Works and What's Next»

169 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. Evaluating Large Language Models for Strategic Knowledge Extraction in Capability-Based Planning — 2026 · Proceedings of the Knowledge Graphs and Large Language Models Workshop (KG-LLM) @ LREC26
  2. Superframes: A Schema for Lexicon-free Frame-semantic Annotation — 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026
  3. A Systematic Survey of Semantic Role Labeling in the Era of Pretrained Language Models — 2025 · arXiv:2502.08660
  4. Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
  5. HSGM: Hierarchical Segment-Graph Memory for Scalable Long-Text Semantics — 2025 · Proceedings of the 14th Joint Conference on Lexical and Computational Semantics (*SEM 2025)
  6. Semantic Bridge: Universal Multi-Hop Question Generation via AMR-Driven Graph Synthesis — 2025 · arXiv:2508.10013
  7. Semantic Role Labeling of NomBank Partitives — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
  8. Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
  9. A Survey of Meaning Representations – From Theory to Practical Utility — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
  10. Transformer-based Swedish Semantic Role Labeling through Transfer Learning — 2024 · Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
  11. Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  12. Efficient Encoders for Streaming Sequence Tagging — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
  13. Learning Semantic Role Labeling from Compatible Label Sequences — 2023 · Findings of the Association for Computational Linguistics: EMNLP 2023
  14. Making Presentation Math Computable: A Context-Sensitive Approach for Translating LaTeX to Computer Algebra Systems — 2023 · monograph
  15. Multimodal Event Transformer for Image-guided Story Ending Generation — 2023 · Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics
  16. Pushing the Limits of ChatGPT on NLP Tasks — 2023 · arXiv:2306.09719
  17. Semantic-Aware Dynamic Retrospective-Prospective Reasoning for Event-Level Video Question Answering — 2023 · Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
  18. Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role Labeling — 2023 · Findings of the Association for Computational Linguistics: ACL 2023
  19. Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling — 2023 · Proceedings of the 8th Workshop on Representation Learning for NLP (RepL4NLP 2023)
  20. The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP — 2023 · Proceedings of the Big Picture Workshop
  21. Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation — 2023 · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing
  22. A Structured Span Selector — 2022 · Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  23. Aligning Images and Text with Semantic Role Labels for Fine-Grained Cross-Modal Understanding — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
  24. An MRC Framework for Semantic Role Labeling — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
  25. Autoregressive Structured Prediction with Language Models — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
  26. CANarEx: Contextually Aware Narrative Extraction for Semantically Rich Text-as-data Applications — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
  27. Cross-lingual Semantic Role Labelling with the Valpal database knowledge — 2022 · Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures
  28. HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) — 2022 · Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)
  29. Iterative Span Selection: Self-Emergence of Resolving Orders in Semantic Role Labeling — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
  30. Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments — 2022 · Proceedings of the 29th International Conference on Computational Linguistics
  31. Semi-Supervised Lifelong Language Learning — 2022 · Findings of the Association for Computational Linguistics: EMNLP 2022
  32. Syntax-driven Approach for Semantic Role Labeling — 2022 · Proceedings of the Thirteenth Language Resources and Evaluation Conference
  33. Toward Implicit Reference in Dialog: A Survey of Methods and Data — 2022 · Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
  34. Common Sense Bias in Semantic Role Labeling — 2021 · Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021)
  35. Comparing Span Extraction Methods for Semantic Role Labeling — 2021 · Proceedings of the 5th Workshop on Structured Prediction for NLP (SPNLP 2021)
  36. Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing — 2021 · arXiv:2112.02970
  37. Finding a Balanced Degree of Automation for Summary Evaluation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  38. Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  39. Implicit Sentiment Analysis with Event-centered Text Representation — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  40. Inducing Semantic Roles Without Syntax — 2021 · Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021
  41. MS-Mentions: Consistently Annotating Entity Mentions in Materials Science Procedural Text — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  42. Multiplex Graph Neural Network for Extractive Text Summarization — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  43. Negation Scope Resolution for Chinese as a Second Language — 2021 · Proceedings of the 16th Workshop on Innovative Use of NLP for Building Educational Applications
  44. On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  45. Predicate Representations and Polysemy in VerbNet Semantic Parsing — 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)
  46. Pseudo Zero Pronoun Resolution Improves Zero Anaphora Resolution — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  47. Syntax Role for Neural Semantic Role Labeling — 2021 · Computational Linguistics
  48. Syntax in End-to-End Natural Language Processing — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts
  49. Tuning Deep Active Learning for Semantic Role Labeling — 2021 · Proceedings of the 14th International Conference on Computational Semantics (IWCS)
  50. Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources — 2021 · Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
  51. WhyAct: Identifying Action Reasons in Lifestyle Vlogs — 2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
  52. A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  53. A Two-Step Approach for Implicit Event Argument Detection — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  54. Alignment-free Cross-lingual Semantic Role Labeling — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  55. Analyse automatique en cadres sémantiques pour l'apprentissage de modèles de compréhension de texte (Semantic Frame Parsing for training Machine Reading Comprehension models) — 2020 · Actes de la 6e conférence conjointe Journées d''Études sur la Parole (JEP, 33e édition), Traitement Automatique des Langues Naturelles (TALN, 27e édition), Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RÉCITAL, 22e édition). Volume 2 : Traitement Automatique des Langues Naturelles
  56. Annotating Perspectives on Vaccination — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  57. Asking without Telling: Exploring Latent Ontologies in Contextual Representations — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  58. Bridging the Gap in Multilingual Semantic Role Labeling: a Language-Agnostic Approach — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  59. CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  60. Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  61. Content Planning for Neural Story Generation with Aristotelian Rescoring — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  62. Deep Inside-outside Recursive Autoencoder with All-span Objective — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  63. Distinguishing Between Foreground and Background Events in News — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  64. ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
  65. Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity Recognition — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
  66. Fact-based Content Weighting for Evaluating Abstractive Summarisation — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  67. Fine-grained Morphosyntactic Analysis and Generation Tools for More Than One Thousand Languages — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  68. FrameNet Annotations Alignment using Attention-based Machine Translation — 2020 · Proceedings of the International FrameNet Workshop 2020: Towards a Global, Multilingual FrameNet
  69. Generalizing Natural Language Analysis through Span-relation Representations — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  70. Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  71. High-order Semantic Role Labeling — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  72. InVeRo: Making Semantic Role Labeling Accessible with Intelligible Verbs and Roles — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations
  73. Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  74. Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  75. Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  76. Joint Modeling of Arguments for Event Understanding — 2020 · Proceedings of the First Workshop on Computational Approaches to Discourse
  77. Joint Training with Semantic Role Labeling for Better Generalization in Natural Language Inference — 2020 · Proceedings of the 5th Workshop on Representation Learning for NLP
  78. Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases — 2020 · arXiv:2009.11564 (Foundations and Trends in Databases, 2021)
  79. Parsing All: Syntax and Semantics, Dependencies and Spans — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  80. QuASE: Question-Answer Driven Sentence Encoding — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  81. Resource-Enhanced Neural Model for Event Argument Extraction — 2020 · Findings of the Association for Computational Linguistics: EMNLP 2020
  82. SRLGRN: Semantic Role Labeling Graph Reasoning Network — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  83. Semantic Role Labeling as Syntactic Dependency Parsing — our card · 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  84. Semantic Role Labeling with Heterogeneous Syntactic Knowledge — 2020 · Proceedings of the 28th International Conference on Computational Linguistics
  85. Small but Mighty: New Benchmarks for Split and Rephrase — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  86. Structured Tuning for Semantic Role Labeling — 2020 · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
  87. T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  88. WikiBank: Using Wikidata to Improve Multilingual Frame-Semantic Parsing — 2020 · Proceedings of the Twelfth Language Resources and Evaluation Conference
  89. X-SRL: A Parallel Cross-Lingual Semantic Role Labeling Dataset — 2020 · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)
  90. A Closer Look at Data Bias in Neural Extractive Summarization Models — 2019 · Proceedings of the 2nd Workshop on New Frontiers in Summarization
  91. A General-Purpose Algorithm for Constrained Sequential Inference — 2019 · Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL)
  92. A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  93. An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling — 2019 · Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics (*SEM 2019)
  94. Cross-Lingual Transfer of Semantic Roles: From Raw Text to Semantic Roles — 2019 · Proceedings of the 13th International Conference on Computational Semantics - Long Papers
  95. DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs — our card · 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  96. Detecting Subevents using Discourse and Narrative Features — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
  97. Discourse-Aware Semantic Self-Attention for Narrative Reading Comprehension — 2019 · Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
  98. Efficient Contextual Representation Learning With Continuous Outputs — 2019 · Transactions of the Association for Computational Linguistics
  99. Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling — 2019 · Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
  100. Errudite: Scalable, Reproducible, and Testable Error Analysis — 2019 · Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

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